Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 362 |
| Missing cells | 693 |
| Missing cells (%) | 8.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 138.3 KiB |
| Average record size in memory | 391.4 B |
Variable types
| NUM | 17 |
|---|---|
| CAT | 4 |
| DATE | 1 |
| UNSUPPORTED | 1 |
Reproduction
| Analysis started | 2020-05-31 18:06:25.364377 |
|---|---|
| Analysis finished | 2020-05-31 18:07:42.123325 |
| Duration | 1 minute and 16.76 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
country_region_code has constant value "IN" | Constant |
country_region has constant value "India" | Constant |
transit_stations is highly correlated with retail_and_recreation and 2 other fields | High correlation |
retail_and_recreation is highly correlated with transit_stations | High correlation |
grocery_and_pharmacy is highly correlated with transit_stations | High correlation |
workplaces is highly correlated with transit_stations and 1 other fields | High correlation |
residential is highly correlated with workplaces | High correlation |
confirm_mv21 is highly correlated with confirm_mv14 and 1 other fields | High correlation |
confirm_mv14 is highly correlated with confirm_mv21 | High correlation |
confirm_mv28 is highly correlated with confirm_mv21 | High correlation |
state_code is highly correlated with state_codes | High correlation |
state_codes is highly correlated with state_code | High correlation |
sub_region_2 has 362 (100.0%) missing values | Missing |
confirm_mv7 has 6 (1.7%) missing values | Missing |
confirm_mv14 has 13 (3.6%) missing values | Missing |
confirm_mv21 has 20 (5.5%) missing values | Missing |
confirm_mv28 has 27 (7.5%) missing values | Missing |
TMAX has 206 (56.9%) missing values | Missing |
TMIN has 57 (15.7%) missing values | Missing |
df_index has unique values | Unique |
sub_region_2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
grocery_and_pharmacy has 5 (1.4%) zeros | Zeros |
parks has 6 (1.7%) zeros | Zeros |
confirm_cases has 18 (5.0%) zeros | Zeros |
confirm_mv3 has 4 (1.1%) zeros | Zeros |
PRCP has 332 (91.7%) zeros | Zeros |
| Distinct count | 362 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180.5 |
|---|---|
| Minimum | 0 |
| Maximum | 361 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18.05 |
| Q1 | 90.25 |
| median | 180.5 |
| Q3 | 270.75 |
| 95-th percentile | 342.95 |
| Maximum | 361 |
| Range | 361 |
| Interquartile range (IQR) | 180.5 |
Descriptive statistics
| Standard deviation | 104.6446367 |
|---|---|
| Coefficient of variation (CV) | 0.57974868 |
| Kurtosis | -1.2 |
| Mean | 180.5 |
| Median Absolute Deviation (MAD) | 90.5 |
| Skewness | 0 |
| Sum | 65341 |
| Variance | 10950.5 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 361 | 1 | 0.3% | |
| 113 | 1 | 0.3% | |
| 115 | 1 | 0.3% | |
| 116 | 1 | 0.3% | |
| 117 | 1 | 0.3% | |
| 118 | 1 | 0.3% | |
| 119 | 1 | 0.3% | |
| 120 | 1 | 0.3% | |
| 121 | 1 | 0.3% | |
| 122 | 1 | 0.3% | |
| 123 | 1 | 0.3% | |
| 124 | 1 | 0.3% | |
| 125 | 1 | 0.3% | |
| 126 | 1 | 0.3% | |
| 127 | 1 | 0.3% | |
| 128 | 1 | 0.3% | |
| 129 | 1 | 0.3% | |
| 130 | 1 | 0.3% | |
| 131 | 1 | 0.3% | |
| 132 | 1 | 0.3% | |
| 133 | 1 | 0.3% | |
| 114 | 1 | 0.3% | |
| 112 | 1 | 0.3% | |
| 90 | 1 | 0.3% | |
| 111 | 1 | 0.3% | |
| Other values (337) | 337 | 93.1% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 3 | 1 | 0.3% | |
| 4 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 7 | 1 | 0.3% | |
| 8 | 1 | 0.3% | |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 361 | 1 | 0.3% | |
| 360 | 1 | 0.3% | |
| 359 | 1 | 0.3% | |
| 358 | 1 | 0.3% | |
| 357 | 1 | 0.3% | |
| 356 | 1 | 0.3% | |
| 355 | 1 | 0.3% | |
| 354 | 1 | 0.3% | |
| 353 | 1 | 0.3% | |
| 352 | 1 | 0.3% |
Date
Date
| Distinct count | 61 |
|---|---|
| Unique (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Minimum | 2020-03-14 00:00:00 |
|---|---|
| Maximum | 2020-05-13 00:00:00 |
Histogram
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| IN |
|---|
| Value | Count | Frequency (%) | |
| IN | 362 | 100.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| I | 362 | 50.0% | |
| N | 362 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 724 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| I | 362 | 50.0% | |
| N | 362 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 724 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| I | 362 | 50.0% | |
| N | 362 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 724 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| I | 362 | 50.0% | |
| N | 362 | 50.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| India |
|---|
| Value | Count | Frequency (%) | |
| India | 362 | 100.0% |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| I | 362 | 20.0% | |
| n | 362 | 20.0% | |
| d | 362 | 20.0% | |
| i | 362 | 20.0% | |
| a | 362 | 20.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 1448 | 80.0% | |
| Uppercase Letter | 362 | 20.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| I | 362 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 362 | 25.0% | |
| d | 362 | 25.0% | |
| i | 362 | 25.0% | |
| a | 362 | 25.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1810 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| I | 362 | 20.0% | |
| n | 362 | 20.0% | |
| d | 362 | 20.0% | |
| i | 362 | 20.0% | |
| a | 362 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1810 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| I | 362 | 20.0% | |
| n | 362 | 20.0% | |
| d | 362 | 20.0% | |
| i | 362 | 20.0% | |
| a | 362 | 20.0% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| KA | |
|---|---|
| TN | |
| MH | |
| RJ | |
| DL |
| Value | Count | Frequency (%) | |
| KA | 61 | 16.9% | |
| TN | 61 | 16.9% | |
| MH | 61 | 16.9% | |
| RJ | 61 | 16.9% | |
| DL | 61 | 16.9% | |
| GJ | 57 | 15.7% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| J | 118 | 16.3% | |
| T | 61 | 8.4% | |
| N | 61 | 8.4% | |
| M | 61 | 8.4% | |
| H | 61 | 8.4% | |
| D | 61 | 8.4% | |
| L | 61 | 8.4% | |
| R | 61 | 8.4% | |
| K | 61 | 8.4% | |
| A | 61 | 8.4% | |
| G | 57 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 724 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 118 | 16.3% | |
| T | 61 | 8.4% | |
| N | 61 | 8.4% | |
| M | 61 | 8.4% | |
| H | 61 | 8.4% | |
| D | 61 | 8.4% | |
| L | 61 | 8.4% | |
| R | 61 | 8.4% | |
| K | 61 | 8.4% | |
| A | 61 | 8.4% | |
| G | 57 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 724 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| J | 118 | 16.3% | |
| T | 61 | 8.4% | |
| N | 61 | 8.4% | |
| M | 61 | 8.4% | |
| H | 61 | 8.4% | |
| D | 61 | 8.4% | |
| L | 61 | 8.4% | |
| R | 61 | 8.4% | |
| K | 61 | 8.4% | |
| A | 61 | 8.4% | |
| G | 57 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 724 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| J | 118 | 16.3% | |
| T | 61 | 8.4% | |
| N | 61 | 8.4% | |
| M | 61 | 8.4% | |
| H | 61 | 8.4% | |
| D | 61 | 8.4% | |
| L | 61 | 8.4% | |
| R | 61 | 8.4% | |
| K | 61 | 8.4% | |
| A | 61 | 8.4% | |
| G | 57 | 7.9% |
| Distinct count | 51 |
|---|---|
| Unique (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -73.34530386740332 |
|---|---|
| Minimum | -91.0 |
| Maximum | -4.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | -91 |
|---|---|
| 5-th percentile | -89 |
| Q1 | -86 |
| median | -82 |
| Q3 | -75 |
| 95-th percentile | -12.05 |
| Maximum | -4 |
| Range | 87 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 23.01979378 |
|---|---|
| Coefficient of variation (CV) | -0.3138550469 |
| Kurtosis | 2.617082152 |
| Mean | -73.34530387 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.033815623 |
| Sum | -26551 |
| Variance | 529.9109059 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -82 | 35 | 9.7% | |
| -83 | 29 | 8.0% | |
| -87 | 26 | 7.2% | |
| -86 | 25 | 6.9% | |
| -81 | 20 | 5.5% | |
| -85 | 20 | 5.5% | |
| -74 | 20 | 5.5% | |
| -80 | 18 | 5.0% | |
| -84 | 16 | 4.4% | |
| -79 | 15 | 4.1% | |
| -89 | 15 | 4.1% | |
| -88 | 13 | 3.6% | |
| -78 | 12 | 3.3% | |
| -90 | 10 | 2.8% | |
| -75 | 9 | 2.5% | |
| -77 | 7 | 1.9% | |
| -91 | 5 | 1.4% | |
| -17 | 4 | 1.1% | |
| -73 | 4 | 1.1% | |
| -9 | 4 | 1.1% | |
| -76 | 4 | 1.1% | |
| -8 | 4 | 1.1% | |
| -18 | 4 | 1.1% | |
| -12 | 4 | 1.1% | |
| -7 | 3 | 0.8% | |
| Other values (26) | 36 | 9.9% |
| Value | Count | Frequency (%) | |
| -91 | 5 | 1.4% | |
| -90 | 10 | 2.8% | |
| -89 | 15 | 4.1% | |
| -88 | 13 | 3.6% | |
| -87 | 26 | 7.2% | |
| -86 | 25 | 6.9% | |
| -85 | 20 | 5.5% | |
| -84 | 16 | 4.4% | |
| -83 | 29 | 8.0% | |
| -82 | 35 | 9.7% |
| Value | Count | Frequency (%) | |
| -4 | 1 | 0.3% | |
| -5 | 1 | 0.3% | |
| -7 | 3 | 0.8% | |
| -8 | 4 | 1.1% | |
| -9 | 4 | 1.1% | |
| -10 | 1 | 0.3% | |
| -11 | 1 | 0.3% | |
| -12 | 4 | 1.1% | |
| -13 | 2 | 0.6% | |
| -14 | 1 | 0.3% |
| Distinct count | 88 |
|---|---|
| Unique (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -46.20165745856354 |
|---|---|
| Minimum | -84.0 |
| Maximum | 21.0 |
| Zeros | 5 |
| Zeros (%) | 1.4% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | -84 |
|---|---|
| 5-th percentile | -73 |
| Q1 | -64 |
| median | -52 |
| Q3 | -37 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 105 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 22.91549446 |
|---|---|
| Coefficient of variation (CV) | -0.4959885797 |
| Kurtosis | 0.07542951494 |
| Mean | -46.20165746 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.9881943451 |
| Sum | -16725 |
| Variance | 525.1198864 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -66 | 18 | 5.0% | |
| -52 | 17 | 4.7% | |
| -64 | 15 | 4.1% | |
| -51 | 14 | 3.9% | |
| -53 | 11 | 3.0% | |
| -65 | 11 | 3.0% | |
| -63 | 11 | 3.0% | |
| -61 | 11 | 3.0% | |
| -57 | 10 | 2.8% | |
| -50 | 10 | 2.8% | |
| -44 | 8 | 2.2% | |
| -67 | 8 | 2.2% | |
| -68 | 8 | 2.2% | |
| -54 | 8 | 2.2% | |
| -1 | 8 | 2.2% | |
| -59 | 7 | 1.9% | |
| -49 | 7 | 1.9% | |
| 3 | 6 | 1.7% | |
| -46 | 5 | 1.4% | |
| -45 | 5 | 1.4% | |
| -37 | 5 | 1.4% | |
| -43 | 5 | 1.4% | |
| -41 | 5 | 1.4% | |
| -58 | 5 | 1.4% | |
| -35 | 5 | 1.4% | |
| Other values (63) | 139 | 38.4% |
| Value | Count | Frequency (%) | |
| -84 | 1 | 0.3% | |
| -83 | 1 | 0.3% | |
| -81 | 1 | 0.3% | |
| -79 | 1 | 0.3% | |
| -78 | 1 | 0.3% | |
| -77 | 4 | 1.1% | |
| -76 | 4 | 1.1% | |
| -75 | 1 | 0.3% | |
| -74 | 3 | 0.8% | |
| -73 | 3 | 0.8% |
| Value | Count | Frequency (%) | |
| 21 | 1 | 0.3% | |
| 17 | 1 | 0.3% | |
| 11 | 1 | 0.3% | |
| 10 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| 8 | 1 | 0.3% | |
| 7 | 2 | 0.6% | |
| 5 | 2 | 0.6% | |
| 4 | 1 | 0.3% | |
| 3 | 6 | 1.7% |
| Distinct count | 79 |
|---|---|
| Unique (%) | 21.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -57.9585635359116 |
|---|---|
| Minimum | -98.0 |
| Maximum | 3.0 |
| Zeros | 6 |
| Zeros (%) | 1.7% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | -98 |
|---|---|
| 5-th percentile | -95.95 |
| Q1 | -74 |
| median | -62.5 |
| Q3 | -45.25 |
| 95-th percentile | -7 |
| Maximum | 3 |
| Range | 101 |
| Interquartile range (IQR) | 28.75 |
Descriptive statistics
| Standard deviation | 24.2518171 |
|---|---|
| Coefficient of variation (CV) | -0.4184337158 |
| Kurtosis | 0.1238372169 |
| Mean | -57.95856354 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 0.7800473611 |
| Sum | -20981 |
| Variance | 588.1506328 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -75 | 15 | 4.1% | |
| -69 | 14 | 3.9% | |
| -74 | 14 | 3.9% | |
| -98 | 14 | 3.9% | |
| -71 | 13 | 3.6% | |
| -61 | 12 | 3.3% | |
| -76 | 12 | 3.3% | |
| -78 | 12 | 3.3% | |
| -77 | 10 | 2.8% | |
| -73 | 9 | 2.5% | |
| -79 | 9 | 2.5% | |
| -55 | 9 | 2.5% | |
| -41 | 8 | 2.2% | |
| -58 | 8 | 2.2% | |
| -50 | 8 | 2.2% | |
| -70 | 8 | 2.2% | |
| -95 | 8 | 2.2% | |
| -72 | 7 | 1.9% | |
| -59 | 7 | 1.9% | |
| -60 | 6 | 1.7% | |
| -53 | 6 | 1.7% | |
| -68 | 6 | 1.7% | |
| -57 | 6 | 1.7% | |
| -54 | 6 | 1.7% | |
| -40 | 6 | 1.7% | |
| Other values (54) | 129 | 35.6% |
| Value | Count | Frequency (%) | |
| -98 | 14 | 3.9% | |
| -97 | 1 | 0.3% | |
| -96 | 4 | 1.1% | |
| -95 | 8 | 2.2% | |
| -94 | 1 | 0.3% | |
| -81 | 2 | 0.6% | |
| -80 | 1 | 0.3% | |
| -79 | 9 | 2.5% | |
| -78 | 12 | 3.3% | |
| -77 | 10 | 2.8% |
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 0 | 6 | 1.7% | |
| -1 | 2 | 0.6% | |
| -2 | 1 | 0.3% | |
| -3 | 4 | 1.1% | |
| -5 | 2 | 0.6% | |
| -7 | 2 | 0.6% | |
| -8 | 1 | 0.3% |
| Distinct count | 70 |
|---|---|
| Unique (%) | 19.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -60.74585635359116 |
|---|---|
| Minimum | -88.0 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | -88 |
|---|---|
| 5-th percentile | -84 |
| Q1 | -74 |
| median | -66 |
| Q3 | -58 |
| 95-th percentile | -10 |
| Maximum | 1 |
| Range | 89 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 21.10313802 |
|---|---|
| Coefficient of variation (CV) | -0.3474004531 |
| Kurtosis | 1.234584811 |
| Mean | -60.74585635 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.41550628 |
| Sum | -21990 |
| Variance | 445.3424343 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -72 | 17 | 4.7% | |
| -71 | 16 | 4.4% | |
| -62 | 16 | 4.4% | |
| -67 | 15 | 4.1% | |
| -68 | 15 | 4.1% | |
| -61 | 14 | 3.9% | |
| -75 | 14 | 3.9% | |
| -70 | 12 | 3.3% | |
| -60 | 12 | 3.3% | |
| -64 | 11 | 3.0% | |
| -66 | 10 | 2.8% | |
| -63 | 10 | 2.8% | |
| -59 | 10 | 2.8% | |
| -84 | 9 | 2.5% | |
| -58 | 9 | 2.5% | |
| -76 | 9 | 2.5% | |
| -69 | 7 | 1.9% | |
| -65 | 7 | 1.9% | |
| -83 | 7 | 1.9% | |
| -82 | 6 | 1.7% | |
| -7 | 6 | 1.7% | |
| -77 | 6 | 1.7% | |
| -87 | 6 | 1.7% | |
| -15 | 6 | 1.7% | |
| -73 | 5 | 1.4% | |
| Other values (45) | 107 | 29.6% |
| Value | Count | Frequency (%) | |
| -88 | 1 | 0.3% | |
| -87 | 6 | 1.7% | |
| -86 | 5 | 1.4% | |
| -85 | 5 | 1.4% | |
| -84 | 9 | 2.5% | |
| -83 | 7 | 1.9% | |
| -82 | 6 | 1.7% | |
| -81 | 4 | 1.1% | |
| -80 | 5 | 1.4% | |
| -79 | 5 | 1.4% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.3% | |
| -2 | 1 | 0.3% | |
| -3 | 1 | 0.3% | |
| -4 | 2 | 0.6% | |
| -5 | 4 | 1.1% | |
| -7 | 6 | 1.7% | |
| -8 | 2 | 0.6% | |
| -9 | 1 | 0.3% | |
| -10 | 2 | 0.6% | |
| -11 | 2 | 0.6% |
| Distinct count | 78 |
|---|---|
| Unique (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -57.94198895027624 |
|---|---|
| Minimum | -85.0 |
| Maximum | 5.0 |
| Zeros | 2 |
| Zeros (%) | 0.6% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | -85 |
|---|---|
| 5-th percentile | -82 |
| Q1 | -73.75 |
| median | -66 |
| Q3 | -49.25 |
| 95-th percentile | -5 |
| Maximum | 5 |
| Range | 90 |
| Interquartile range (IQR) | 24.5 |
Descriptive statistics
| Standard deviation | 22.37676512 |
|---|---|
| Coefficient of variation (CV) | -0.3861925613 |
| Kurtosis | 0.8035246619 |
| Mean | -57.94198895 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.309077748 |
| Sum | -20975 |
| Variance | 500.7196171 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -74 | 21 | 5.8% | |
| -73 | 15 | 4.1% | |
| -69 | 15 | 4.1% | |
| -71 | 15 | 4.1% | |
| -67 | 12 | 3.3% | |
| -70 | 12 | 3.3% | |
| -75 | 12 | 3.3% | |
| -72 | 11 | 3.0% | |
| -81 | 10 | 2.8% | |
| -82 | 10 | 2.8% | |
| -68 | 9 | 2.5% | |
| -62 | 9 | 2.5% | |
| -77 | 9 | 2.5% | |
| -60 | 9 | 2.5% | |
| -57 | 9 | 2.5% | |
| -76 | 8 | 2.2% | |
| -44 | 8 | 2.2% | |
| -55 | 7 | 1.9% | |
| -61 | 7 | 1.9% | |
| -64 | 6 | 1.7% | |
| -5 | 6 | 1.7% | |
| -65 | 6 | 1.7% | |
| -47 | 5 | 1.4% | |
| -46 | 5 | 1.4% | |
| -84 | 5 | 1.4% | |
| Other values (53) | 121 | 33.4% |
| Value | Count | Frequency (%) | |
| -85 | 2 | 0.6% | |
| -84 | 5 | 1.4% | |
| -83 | 3 | 0.8% | |
| -82 | 10 | 2.8% | |
| -81 | 10 | 2.8% | |
| -80 | 3 | 0.8% | |
| -79 | 3 | 0.8% | |
| -78 | 5 | 1.4% | |
| -77 | 9 | 2.5% | |
| -76 | 8 | 2.2% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 1 | 4 | 1.1% | |
| 0 | 2 | 0.6% | |
| -1 | 1 | 0.3% | |
| -2 | 3 | 0.8% | |
| -3 | 1 | 0.3% | |
| -4 | 2 | 0.6% | |
| -5 | 6 | 1.7% | |
| -6 | 1 | 0.3% |
| Distinct count | 36 |
|---|---|
| Unique (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.83977900552486 |
|---|---|
| Minimum | 0.0 |
| Maximum | 39.0 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 23 |
| median | 31 |
| Q3 | 34 |
| 95-th percentile | 36 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 9.974303158 |
|---|---|
| Coefficient of variation (CV) | 0.3716238929 |
| Kurtosis | 0.5589495133 |
| Mean | 26.83977901 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.233335468 |
| Sum | 9716 |
| Variance | 99.4867235 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 35 | 39 | 10.8% | |
| 34 | 35 | 9.7% | |
| 36 | 32 | 8.8% | |
| 33 | 29 | 8.0% | |
| 25 | 25 | 6.9% | |
| 32 | 20 | 5.5% | |
| 26 | 17 | 4.7% | |
| 24 | 17 | 4.7% | |
| 37 | 14 | 3.9% | |
| 21 | 14 | 3.9% | |
| 31 | 14 | 3.9% | |
| 23 | 11 | 3.0% | |
| 3 | 9 | 2.5% | |
| 28 | 8 | 2.2% | |
| 4 | 7 | 1.9% | |
| 30 | 7 | 1.9% | |
| 7 | 7 | 1.9% | |
| 2 | 6 | 1.7% | |
| 29 | 6 | 1.7% | |
| 22 | 6 | 1.7% | |
| 19 | 5 | 1.4% | |
| 5 | 5 | 1.4% | |
| 8 | 5 | 1.4% | |
| 20 | 4 | 1.1% | |
| 17 | 4 | 1.1% | |
| Other values (11) | 16 | 4.4% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 2 | 0.6% | |
| 2 | 6 | 1.7% | |
| 3 | 9 | 2.5% | |
| 4 | 7 | 1.9% | |
| 5 | 5 | 1.4% | |
| 7 | 7 | 1.9% | |
| 8 | 5 | 1.4% | |
| 10 | 3 | 0.8% | |
| 11 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 39 | 2 | 0.6% | |
| 38 | 1 | 0.3% | |
| 37 | 14 | 3.9% | |
| 36 | 32 | 8.8% | |
| 35 | 39 | 10.8% | |
| 34 | 35 | 9.7% | |
| 33 | 29 | 8.0% | |
| 32 | 20 | 5.5% | |
| 31 | 14 | 3.9% | |
| 30 | 7 | 1.9% |
| Distinct count | 199 |
|---|---|
| Unique (%) | 55.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 156.45027624309392 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1943.0 |
| Zeros | 18 |
| Zeros (%) | 5.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 54 |
| Q3 | 173 |
| 95-th percentile | 677.55 |
| Maximum | 1943 |
| Range | 1943 |
| Interquartile range (IQR) | 164 |
Descriptive statistics
| Standard deviation | 264.4502352 |
|---|---|
| Coefficient of variation (CV) | 1.690314914 |
| Kurtosis | 12.09451051 |
| Mean | 156.4502762 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 3.117182868 |
| Sum | 56635 |
| Variance | 69933.92688 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 18 | 5.0% | |
| 4 | 15 | 4.1% | |
| 3 | 11 | 3.0% | |
| 1 | 9 | 2.5% | |
| 6 | 8 | 2.2% | |
| 7 | 8 | 2.2% | |
| 5 | 7 | 1.9% | |
| 12 | 7 | 1.9% | |
| 8 | 7 | 1.9% | |
| 13 | 6 | 1.7% | |
| 10 | 6 | 1.7% | |
| 2 | 6 | 1.7% | |
| 9 | 6 | 1.7% | |
| 17 | 6 | 1.7% | |
| 76 | 5 | 1.4% | |
| 18 | 4 | 1.1% | |
| 14 | 4 | 1.1% | |
| 98 | 4 | 1.1% | |
| 110 | 3 | 0.8% | |
| 23 | 3 | 0.8% | |
| 51 | 3 | 0.8% | |
| 102 | 3 | 0.8% | |
| 25 | 3 | 0.8% | |
| 93 | 3 | 0.8% | |
| 106 | 3 | 0.8% | |
| Other values (174) | 204 | 56.4% |
| Value | Count | Frequency (%) | |
| 0 | 18 | 5.0% | |
| 1 | 9 | 2.5% | |
| 2 | 6 | 1.7% | |
| 3 | 11 | 3.0% | |
| 4 | 15 | 4.1% | |
| 5 | 7 | 1.9% | |
| 6 | 8 | 2.2% | |
| 7 | 8 | 2.2% | |
| 8 | 7 | 1.9% | |
| 9 | 6 | 1.7% |
| Value | Count | Frequency (%) | |
| 1943 | 1 | 0.3% | |
| 1567 | 1 | 0.3% | |
| 1495 | 1 | 0.3% | |
| 1233 | 1 | 0.3% | |
| 1230 | 1 | 0.3% | |
| 1216 | 1 | 0.3% | |
| 1165 | 1 | 0.3% | |
| 1089 | 1 | 0.3% | |
| 1026 | 1 | 0.3% | |
| 1008 | 1 | 0.3% |
| Distinct count | 265 |
|---|---|
| Unique (%) | 73.6% |
| Missing | 2 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 162.58333333333331 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1825.6666666666667 |
| Zeros | 4 |
| Zeros (%) | 1.1% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.983333333 |
| Q1 | 10 |
| median | 65.16666667 |
| Q3 | 186 |
| 95-th percentile | 659.9 |
| Maximum | 1825.666667 |
| Range | 1825.666667 |
| Interquartile range (IQR) | 176 |
Descriptive statistics
| Standard deviation | 265.3814022 |
|---|---|
| Coefficient of variation (CV) | 1.632279255 |
| Kurtosis | 10.4737803 |
| Mean | 162.5833333 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 2.96884775 |
| Sum | 58530 |
| Variance | 70427.28861 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 6.666666667 | 6 | 1.7% | |
| 2.666666667 | 5 | 1.4% | |
| 5.666666667 | 5 | 1.4% | |
| 0.3333333333 | 4 | 1.1% | |
| 0 | 4 | 1.1% | |
| 2 | 4 | 1.1% | |
| 7 | 4 | 1.1% | |
| 11.33333333 | 4 | 1.1% | |
| 2.333333333 | 4 | 1.1% | |
| 9 | 4 | 1.1% | |
| 4.333333333 | 4 | 1.1% | |
| 3.333333333 | 4 | 1.1% | |
| 1 | 4 | 1.1% | |
| 7.666666667 | 4 | 1.1% | |
| 0.6666666667 | 3 | 0.8% | |
| 6.333333333 | 3 | 0.8% | |
| 5.333333333 | 3 | 0.8% | |
| 6 | 3 | 0.8% | |
| 70 | 3 | 0.8% | |
| 4 | 3 | 0.8% | |
| 16.33333333 | 3 | 0.8% | |
| 129.3333333 | 2 | 0.6% | |
| 100.6666667 | 2 | 0.6% | |
| 141.3333333 | 2 | 0.6% | |
| 43.66666667 | 2 | 0.6% | |
| Other values (240) | 271 | 74.9% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 1.1% | |
| 0.3333333333 | 4 | 1.1% | |
| 0.6666666667 | 3 | 0.8% | |
| 1 | 4 | 1.1% | |
| 1.333333333 | 2 | 0.6% | |
| 1.666666667 | 1 | 0.3% | |
| 2 | 4 | 1.1% | |
| 2.333333333 | 4 | 1.1% | |
| 2.666666667 | 5 | 1.4% | |
| 3 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1825.666667 | 1 | 0.3% | |
| 1446 | 1 | 0.3% | |
| 1399.666667 | 1 | 0.3% | |
| 1399 | 1 | 0.3% | |
| 1261.333333 | 1 | 0.3% | |
| 1250.333333 | 1 | 0.3% | |
| 1179.333333 | 1 | 0.3% | |
| 1156.666667 | 1 | 0.3% | |
| 1144.333333 | 1 | 0.3% | |
| 1076.333333 | 1 | 0.3% |
| Distinct count | 312 |
|---|---|
| Unique (%) | 87.6% |
| Missing | 6 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.30577849117176 |
|---|---|
| Minimum | 0.42857142857142855 |
| Maximum | 2218.714285714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0.4285714286 |
|---|---|
| 5-th percentile | 3.142857143 |
| Q1 | 14.10714286 |
| median | 73.85714286 |
| Q3 | 210.5357143 |
| 95-th percentile | 666 |
| Maximum | 2218.714286 |
| Range | 2218.285714 |
| Interquartile range (IQR) | 196.4285714 |
Descriptive statistics
| Standard deviation | 285.4354687 |
|---|---|
| Coefficient of variation (CV) | 1.637555973 |
| Kurtosis | 14.90047572 |
| Mean | 174.3057785 |
| Median Absolute Deviation (MAD) | 64.5 |
| Skewness | 3.392896633 |
| Sum | 62052.85714 |
| Variance | 81473.40678 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2.857142857 | 5 | 1.4% | |
| 5.714285714 | 4 | 1.1% | |
| 4.428571429 | 3 | 0.8% | |
| 5.857142857 | 3 | 0.8% | |
| 6.428571429 | 3 | 0.8% | |
| 22.57142857 | 3 | 0.8% | |
| 72 | 3 | 0.8% | |
| 3.142857143 | 3 | 0.8% | |
| 8.428571429 | 2 | 0.6% | |
| 2 | 2 | 0.6% | |
| 7.857142857 | 2 | 0.6% | |
| 3.428571429 | 2 | 0.6% | |
| 10.14285714 | 2 | 0.6% | |
| 7 | 2 | 0.6% | |
| 95.42857143 | 2 | 0.6% | |
| 93 | 2 | 0.6% | |
| 73.85714286 | 2 | 0.6% | |
| 18.42857143 | 2 | 0.6% | |
| 14.85714286 | 2 | 0.6% | |
| 8.714285714 | 2 | 0.6% | |
| 64.14285714 | 2 | 0.6% | |
| 4 | 2 | 0.6% | |
| 14.42857143 | 2 | 0.6% | |
| 255.7142857 | 2 | 0.6% | |
| 4.285714286 | 2 | 0.6% | |
| Other values (287) | 295 | 81.5% | |
| (Missing) | 6 | 1.7% |
| Value | Count | Frequency (%) | |
| 0.4285714286 | 1 | 0.3% | |
| 0.7142857143 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 1.142857143 | 1 | 0.3% | |
| 1.571428571 | 1 | 0.3% | |
| 2 | 2 | 0.6% | |
| 2.142857143 | 1 | 0.3% | |
| 2.428571429 | 2 | 0.6% | |
| 2.571428571 | 1 | 0.3% | |
| 2.857142857 | 5 | 1.4% |
| Value | Count | Frequency (%) | |
| 2218.714286 | 1 | 0.3% | |
| 1910 | 1 | 0.3% | |
| 1575 | 1 | 0.3% | |
| 1313.857143 | 1 | 0.3% | |
| 1309.142857 | 1 | 0.3% | |
| 1271.714286 | 1 | 0.3% | |
| 1265.714286 | 1 | 0.3% | |
| 1155 | 1 | 0.3% | |
| 1133.142857 | 1 | 0.3% | |
| 1079.571429 | 1 | 0.3% |
| Distinct count | 331 |
|---|---|
| Unique (%) | 94.8% |
| Missing | 13 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 191.55812525583298 |
|---|---|
| Minimum | 2.7142857142857144 |
| Maximum | 2017.142857142857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 2.714285714 |
|---|---|
| 5-th percentile | 5.414285714 |
| Q1 | 21 |
| median | 94.35714286 |
| Q3 | 229.4285714 |
| 95-th percentile | 768.2714286 |
| Maximum | 2017.142857 |
| Range | 2014.428571 |
| Interquartile range (IQR) | 208.4285714 |
Descriptive statistics
| Standard deviation | 296.605435 |
|---|---|
| Coefficient of variation (CV) | 1.548383472 |
| Kurtosis | 13.36954048 |
| Mean | 191.5581253 |
| Median Absolute Deviation (MAD) | 77.85714286 |
| Skewness | 3.313654571 |
| Sum | 66853.78571 |
| Variance | 87974.78409 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 8.857142857 | 2 | 0.6% | |
| 168.1428571 | 2 | 0.6% | |
| 13 | 2 | 0.6% | |
| 11.35714286 | 2 | 0.6% | |
| 24.64285714 | 2 | 0.6% | |
| 10.14285714 | 2 | 0.6% | |
| 9.285714286 | 2 | 0.6% | |
| 65.14285714 | 2 | 0.6% | |
| 17.35714286 | 2 | 0.6% | |
| 9.571428571 | 2 | 0.6% | |
| 111.1428571 | 2 | 0.6% | |
| 8.071428571 | 2 | 0.6% | |
| 5.357142857 | 2 | 0.6% | |
| 19.92857143 | 2 | 0.6% | |
| 43.5 | 2 | 0.6% | |
| 3.928571429 | 2 | 0.6% | |
| 64.71428571 | 2 | 0.6% | |
| 79 | 2 | 0.6% | |
| 98.92857143 | 1 | 0.3% | |
| 4.571428571 | 1 | 0.3% | |
| 101.5 | 1 | 0.3% | |
| 1143.357143 | 1 | 0.3% | |
| 101.6428571 | 1 | 0.3% | |
| 102.0714286 | 1 | 0.3% | |
| 102.6428571 | 1 | 0.3% | |
| Other values (306) | 306 | 84.5% | |
| (Missing) | 13 | 3.6% |
| Value | Count | Frequency (%) | |
| 2.714285714 | 1 | 0.3% | |
| 2.857142857 | 1 | 0.3% | |
| 2.928571429 | 1 | 0.3% | |
| 3 | 1 | 0.3% | |
| 3.357142857 | 1 | 0.3% | |
| 3.5 | 1 | 0.3% | |
| 3.571428571 | 1 | 0.3% | |
| 3.642857143 | 1 | 0.3% | |
| 3.928571429 | 2 | 0.6% | |
| 4.5 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2017.142857 | 1 | 0.3% | |
| 1910.357143 | 1 | 0.3% | |
| 1795.928571 | 1 | 0.3% | |
| 1683.357143 | 1 | 0.3% | |
| 1568.642857 | 1 | 0.3% | |
| 1401.142857 | 1 | 0.3% | |
| 1258.285714 | 1 | 0.3% | |
| 1143.357143 | 1 | 0.3% | |
| 1110.357143 | 1 | 0.3% | |
| 1079.214286 | 1 | 0.3% |
| Distinct count | 329 |
|---|---|
| Unique (%) | 96.2% |
| Missing | 20 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 209.8784461152882 |
|---|---|
| Minimum | 4.523809523809524 |
| Maximum | 1768.6666666666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 4.523809524 |
|---|---|
| 5-th percentile | 9.828571429 |
| Q1 | 39.97619048 |
| median | 101.9285714 |
| Q3 | 261.0357143 |
| 95-th percentile | 838.2 |
| Maximum | 1768.666667 |
| Range | 1764.142857 |
| Interquartile range (IQR) | 221.0595238 |
Descriptive statistics
| Standard deviation | 297.2514068 |
|---|---|
| Coefficient of variation (CV) | 1.416302685 |
| Kurtosis | 9.893702047 |
| Mean | 209.8784461 |
| Median Absolute Deviation (MAD) | 80.69047619 |
| Skewness | 2.957246134 |
| Sum | 71778.42857 |
| Variance | 88358.39887 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 21.61904762 | 3 | 0.8% | |
| 15.0952381 | 2 | 0.6% | |
| 55.28571429 | 2 | 0.6% | |
| 65.14285714 | 2 | 0.6% | |
| 12.38095238 | 2 | 0.6% | |
| 6.095238095 | 2 | 0.6% | |
| 18.38095238 | 2 | 0.6% | |
| 102.5238095 | 2 | 0.6% | |
| 51.95238095 | 2 | 0.6% | |
| 62.66666667 | 2 | 0.6% | |
| 18.19047619 | 2 | 0.6% | |
| 113.8571429 | 2 | 0.6% | |
| 742.1904762 | 1 | 0.3% | |
| 184.7619048 | 1 | 0.3% | |
| 211.7142857 | 1 | 0.3% | |
| 585 | 1 | 0.3% | |
| 1452.285714 | 1 | 0.3% | |
| 7.904761905 | 1 | 0.3% | |
| 289.6666667 | 1 | 0.3% | |
| 557.6666667 | 1 | 0.3% | |
| 152.0952381 | 1 | 0.3% | |
| 88.33333333 | 1 | 0.3% | |
| 581.2857143 | 1 | 0.3% | |
| 357.3809524 | 1 | 0.3% | |
| 166.7142857 | 1 | 0.3% | |
| Other values (304) | 304 | 84.0% | |
| (Missing) | 20 | 5.5% |
| Value | Count | Frequency (%) | |
| 4.523809524 | 1 | 0.3% | |
| 5.142857143 | 1 | 0.3% | |
| 6.095238095 | 2 | 0.6% | |
| 6.571428571 | 1 | 0.3% | |
| 6.904761905 | 1 | 0.3% | |
| 6.952380952 | 1 | 0.3% | |
| 7.428571429 | 1 | 0.3% | |
| 7.904761905 | 1 | 0.3% | |
| 7.952380952 | 1 | 0.3% | |
| 8.333333333 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1768.666667 | 1 | 0.3% | |
| 1709.952381 | 1 | 0.3% | |
| 1652.047619 | 1 | 0.3% | |
| 1600.190476 | 1 | 0.3% | |
| 1544.714286 | 1 | 0.3% | |
| 1452.285714 | 1 | 0.3% | |
| 1393.952381 | 1 | 0.3% | |
| 1345.428571 | 1 | 0.3% | |
| 1274.428571 | 1 | 0.3% | |
| 1198.714286 | 1 | 0.3% |
| Distinct count | 332 |
|---|---|
| Unique (%) | 99.1% |
| Missing | 27 |
| Missing (%) | 7.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 228.26673773987204 |
|---|---|
| Minimum | 7.392857142857143 |
| Maximum | 1548.1785714285713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 7.392857143 |
|---|---|
| 5-th percentile | 14.98928571 |
| Q1 | 57.66071429 |
| median | 120.2857143 |
| Q3 | 273.3392857 |
| 95-th percentile | 861.1642857 |
| Maximum | 1548.178571 |
| Range | 1540.785714 |
| Interquartile range (IQR) | 215.6785714 |
Descriptive statistics
| Standard deviation | 292.8924497 |
|---|---|
| Coefficient of variation (CV) | 1.283114888 |
| Kurtosis | 7.339149978 |
| Mean | 228.2667377 |
| Median Absolute Deviation (MAD) | 82.10714286 |
| Skewness | 2.629236548 |
| Sum | 76469.35714 |
| Variance | 85785.98709 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 13 | 2 | 0.6% | |
| 52.42857143 | 2 | 0.6% | |
| 75.92857143 | 2 | 0.6% | |
| 165.8214286 | 1 | 0.3% | |
| 8.964285714 | 1 | 0.3% | |
| 10.71428571 | 1 | 0.3% | |
| 14.64285714 | 1 | 0.3% | |
| 1010.535714 | 1 | 0.3% | |
| 15 | 1 | 0.3% | |
| 14.96428571 | 1 | 0.3% | |
| 342.1428571 | 1 | 0.3% | |
| 15.14285714 | 1 | 0.3% | |
| 15.75 | 1 | 0.3% | |
| 16.53571429 | 1 | 0.3% | |
| 1046.892857 | 1 | 0.3% | |
| 104.7857143 | 1 | 0.3% | |
| 17.78571429 | 1 | 0.3% | |
| 105.8571429 | 1 | 0.3% | |
| 18.28571429 | 1 | 0.3% | |
| 957.4285714 | 1 | 0.3% | |
| 19.5 | 1 | 0.3% | |
| 22 | 1 | 0.3% | |
| 96.60714286 | 1 | 0.3% | |
| 13.39285714 | 1 | 0.3% | |
| 900.4642857 | 1 | 0.3% | |
| Other values (307) | 307 | 84.8% | |
| (Missing) | 27 | 7.5% |
| Value | Count | Frequency (%) | |
| 7.392857143 | 1 | 0.3% | |
| 7.464285714 | 1 | 0.3% | |
| 8.071428571 | 1 | 0.3% | |
| 8.571428571 | 1 | 0.3% | |
| 8.964285714 | 1 | 0.3% | |
| 9.464285714 | 1 | 0.3% | |
| 10.71428571 | 1 | 0.3% | |
| 12.28571429 | 1 | 0.3% | |
| 13 | 2 | 0.6% | |
| 13.39285714 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1548.178571 | 1 | 0.3% | |
| 1526.857143 | 1 | 0.3% | |
| 1506.035714 | 1 | 0.3% | |
| 1470.035714 | 1 | 0.3% | |
| 1441.821429 | 1 | 0.3% | |
| 1417.678571 | 1 | 0.3% | |
| 1361.892857 | 1 | 0.3% | |
| 1327 | 1 | 0.3% | |
| 1283.107143 | 1 | 0.3% | |
| 1240.107143 | 1 | 0.3% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| KA | |
|---|---|
| TN | |
| MH | |
| RJ | |
| DL |
| Value | Count | Frequency (%) | |
| KA | 61 | 16.9% | |
| TN | 61 | 16.9% | |
| MH | 61 | 16.9% | |
| RJ | 61 | 16.9% | |
| DL | 61 | 16.9% | |
| GJ | 57 | 15.7% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| J | 118 | 16.3% | |
| T | 61 | 8.4% | |
| N | 61 | 8.4% | |
| M | 61 | 8.4% | |
| H | 61 | 8.4% | |
| D | 61 | 8.4% | |
| L | 61 | 8.4% | |
| R | 61 | 8.4% | |
| K | 61 | 8.4% | |
| A | 61 | 8.4% | |
| G | 57 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 724 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 118 | 16.3% | |
| T | 61 | 8.4% | |
| N | 61 | 8.4% | |
| M | 61 | 8.4% | |
| H | 61 | 8.4% | |
| D | 61 | 8.4% | |
| L | 61 | 8.4% | |
| R | 61 | 8.4% | |
| K | 61 | 8.4% | |
| A | 61 | 8.4% | |
| G | 57 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 724 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| J | 118 | 16.3% | |
| T | 61 | 8.4% | |
| N | 61 | 8.4% | |
| M | 61 | 8.4% | |
| H | 61 | 8.4% | |
| D | 61 | 8.4% | |
| L | 61 | 8.4% | |
| R | 61 | 8.4% | |
| K | 61 | 8.4% | |
| A | 61 | 8.4% | |
| G | 57 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 724 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| J | 118 | 16.3% | |
| T | 61 | 8.4% | |
| N | 61 | 8.4% | |
| M | 61 | 8.4% | |
| H | 61 | 8.4% | |
| D | 61 | 8.4% | |
| L | 61 | 8.4% | |
| R | 61 | 8.4% | |
| K | 61 | 8.4% | |
| A | 61 | 8.4% | |
| G | 57 | 7.9% |
| Distinct count | 67 |
|---|---|
| Unique (%) | 42.9% |
| Missing | 206 |
| Missing (%) | 56.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 355.80128205128204 |
|---|---|
| Minimum | 256.0 |
| Maximum | 426.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 256 |
|---|---|
| 5-th percentile | 319 |
| Q1 | 342 |
| median | 352 |
| Q3 | 370.5 |
| 95-th percentile | 402.5 |
| Maximum | 426 |
| Range | 170 |
| Interquartile range (IQR) | 28.5 |
Descriptive statistics
| Standard deviation | 27.27977388 |
|---|---|
| Coefficient of variation (CV) | 0.076671376 |
| Kurtosis | 1.753832655 |
| Mean | 355.8012821 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.141132967 |
| Sum | 55505 |
| Variance | 744.1860629 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 346 | 9 | 2.5% | |
| 344 | 8 | 2.2% | |
| 352 | 7 | 1.9% | |
| 345 | 6 | 1.7% | |
| 356 | 6 | 1.7% | |
| 354 | 6 | 1.7% | |
| 380 | 5 | 1.4% | |
| 360 | 5 | 1.4% | |
| 338 | 5 | 1.4% | |
| 336 | 4 | 1.1% | |
| 370 | 4 | 1.1% | |
| 347 | 4 | 1.1% | |
| 340 | 4 | 1.1% | |
| 332 | 3 | 0.8% | |
| 343 | 3 | 0.8% | |
| 366 | 3 | 0.8% | |
| 372 | 3 | 0.8% | |
| 342 | 3 | 0.8% | |
| 382 | 3 | 0.8% | |
| 402 | 2 | 0.6% | |
| 364 | 2 | 0.6% | |
| 420 | 2 | 0.6% | |
| 386 | 2 | 0.6% | |
| 322 | 2 | 0.6% | |
| 396 | 2 | 0.6% | |
| Other values (42) | 53 | 14.6% | |
| (Missing) | 206 | 56.9% |
| Value | Count | Frequency (%) | |
| 256 | 1 | 0.3% | |
| 270 | 1 | 0.3% | |
| 271 | 1 | 0.3% | |
| 290 | 1 | 0.3% | |
| 308 | 1 | 0.3% | |
| 310 | 1 | 0.3% | |
| 315 | 1 | 0.3% | |
| 316 | 1 | 0.3% | |
| 320 | 1 | 0.3% | |
| 322 | 2 | 0.6% |
| Value | Count | Frequency (%) | |
| 426 | 1 | 0.3% | |
| 422 | 1 | 0.3% | |
| 420 | 2 | 0.6% | |
| 412 | 2 | 0.6% | |
| 405 | 1 | 0.3% | |
| 404 | 1 | 0.3% | |
| 402 | 2 | 0.6% | |
| 400 | 2 | 0.6% | |
| 399 | 1 | 0.3% | |
| 398 | 1 | 0.3% |
| Distinct count | 109 |
|---|---|
| Unique (%) | 35.7% |
| Missing | 57 |
| Missing (%) | 15.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 231.04262295081966 |
|---|---|
| Minimum | 124.0 |
| Maximum | 294.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 124 |
|---|---|
| 5-th percentile | 169 |
| Q1 | 208 |
| median | 234 |
| Q3 | 258 |
| 95-th percentile | 276 |
| Maximum | 294 |
| Range | 170 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 34.33390826 |
|---|---|
| Coefficient of variation (CV) | 0.1486042178 |
| Kurtosis | -0.1567280481 |
| Mean | 231.042623 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.572689894 |
| Sum | 70468 |
| Variance | 1178.817256 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 230 | 9 | 2.5% | |
| 226 | 9 | 2.5% | |
| 210 | 9 | 2.5% | |
| 232 | 9 | 2.5% | |
| 264 | 7 | 1.9% | |
| 196 | 7 | 1.9% | |
| 240 | 7 | 1.9% | |
| 276 | 7 | 1.9% | |
| 258 | 7 | 1.9% | |
| 270 | 6 | 1.7% | |
| 206 | 6 | 1.7% | |
| 245 | 6 | 1.7% | |
| 246 | 6 | 1.7% | |
| 244 | 5 | 1.4% | |
| 234 | 5 | 1.4% | |
| 241 | 5 | 1.4% | |
| 268 | 5 | 1.4% | |
| 220 | 5 | 1.4% | |
| 250 | 5 | 1.4% | |
| 202 | 4 | 1.1% | |
| 274 | 4 | 1.1% | |
| 260 | 4 | 1.1% | |
| 180 | 4 | 1.1% | |
| 224 | 4 | 1.1% | |
| 221 | 4 | 1.1% | |
| Other values (84) | 156 | 43.1% | |
| (Missing) | 57 | 15.7% |
| Value | Count | Frequency (%) | |
| 124 | 1 | 0.3% | |
| 130 | 1 | 0.3% | |
| 136 | 1 | 0.3% | |
| 140 | 1 | 0.3% | |
| 148 | 1 | 0.3% | |
| 151 | 1 | 0.3% | |
| 156 | 1 | 0.3% | |
| 157 | 1 | 0.3% | |
| 159 | 1 | 0.3% | |
| 162 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 294 | 1 | 0.3% | |
| 292 | 1 | 0.3% | |
| 290 | 1 | 0.3% | |
| 287 | 1 | 0.3% | |
| 286 | 1 | 0.3% | |
| 285 | 2 | 0.6% | |
| 284 | 1 | 0.3% | |
| 280 | 3 | 0.8% | |
| 279 | 1 | 0.3% | |
| 278 | 2 | 0.6% |
| Distinct count | 15 |
|---|---|
| Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.81767955801105 |
|---|---|
| Minimum | 0.0 |
| Maximum | 333.0 |
| Zeros | 332 |
| Zeros (%) | 91.7% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20 |
| Maximum | 333 |
| Range | 333 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 32.95115023 |
|---|---|
| Coefficient of variation (CV) | 5.663967893 |
| Kurtosis | 68.61345343 |
| Mean | 5.817679558 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.966133005 |
| Sum | 2106 |
| Variance | 1085.778302 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 332 | 91.7% | |
| 5 | 5 | 1.4% | |
| 20 | 4 | 1.1% | |
| 30 | 4 | 1.1% | |
| 89 | 4 | 1.1% | |
| 10 | 2 | 0.6% | |
| 61 | 2 | 0.6% | |
| 41 | 2 | 0.6% | |
| 307 | 1 | 0.3% | |
| 333 | 1 | 0.3% | |
| 231 | 1 | 0.3% | |
| 300 | 1 | 0.3% | |
| 71 | 1 | 0.3% | |
| 51 | 1 | 0.3% | |
| 8 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 332 | 91.7% | |
| 5 | 5 | 1.4% | |
| 8 | 1 | 0.3% | |
| 10 | 2 | 0.6% | |
| 20 | 4 | 1.1% | |
| 30 | 4 | 1.1% | |
| 41 | 2 | 0.6% | |
| 51 | 1 | 0.3% | |
| 61 | 2 | 0.6% | |
| 71 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 333 | 1 | 0.3% | |
| 307 | 1 | 0.3% | |
| 300 | 1 | 0.3% | |
| 231 | 1 | 0.3% | |
| 89 | 4 | 1.1% | |
| 71 | 1 | 0.3% | |
| 61 | 2 | 0.6% | |
| 51 | 1 | 0.3% | |
| 41 | 2 | 0.6% | |
| 30 | 4 | 1.1% |
TAVG
Real number (ℝ≥0)
| Distinct count | 126 |
|---|---|
| Unique (%) | 34.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 292.61878453038673 |
|---|---|
| Minimum | 177.0 |
| Maximum | 364.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 177 |
|---|---|
| 5-th percentile | 236.05 |
| Q1 | 274 |
| median | 295 |
| Q3 | 311.75 |
| 95-th percentile | 346.95 |
| Maximum | 364 |
| Range | 187 |
| Interquartile range (IQR) | 37.75 |
Descriptive statistics
| Standard deviation | 32.06241283 |
|---|---|
| Coefficient of variation (CV) | 0.1095705899 |
| Kurtosis | 0.7728884019 |
| Mean | 292.6187845 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.4437145521 |
| Sum | 105928 |
| Variance | 1027.998317 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 307 | 14 | 3.9% | |
| 312 | 9 | 2.5% | |
| 306 | 9 | 2.5% | |
| 301 | 9 | 2.5% | |
| 288 | 9 | 2.5% | |
| 309 | 8 | 2.2% | |
| 293 | 8 | 2.2% | |
| 292 | 7 | 1.9% | |
| 271 | 7 | 1.9% | |
| 277 | 7 | 1.9% | |
| 304 | 7 | 1.9% | |
| 308 | 7 | 1.9% | |
| 296 | 7 | 1.9% | |
| 319 | 6 | 1.7% | |
| 298 | 6 | 1.7% | |
| 278 | 6 | 1.7% | |
| 269 | 6 | 1.7% | |
| 283 | 6 | 1.7% | |
| 291 | 6 | 1.7% | |
| 323 | 5 | 1.4% | |
| 294 | 5 | 1.4% | |
| 285 | 5 | 1.4% | |
| 287 | 5 | 1.4% | |
| 302 | 4 | 1.1% | |
| 318 | 4 | 1.1% | |
| Other values (101) | 190 | 52.5% |
| Value | Count | Frequency (%) | |
| 177 | 1 | 0.3% | |
| 188 | 1 | 0.3% | |
| 194 | 1 | 0.3% | |
| 202 | 1 | 0.3% | |
| 204 | 1 | 0.3% | |
| 208 | 1 | 0.3% | |
| 212 | 1 | 0.3% | |
| 213 | 1 | 0.3% | |
| 216 | 1 | 0.3% | |
| 221 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 364 | 2 | 0.6% | |
| 363 | 2 | 0.6% | |
| 362 | 1 | 0.3% | |
| 361 | 1 | 0.3% | |
| 360 | 1 | 0.3% | |
| 357 | 2 | 0.6% | |
| 356 | 1 | 0.3% | |
| 355 | 1 | 0.3% | |
| 354 | 2 | 0.6% | |
| 353 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | Date | country_region_code | country_region | state_codes | sub_region_2 | retail_and_recreation | grocery_and_pharmacy | parks | transit_stations | workplaces | residential | confirm_cases | confirm_mv3 | confirm_mv7 | confirm_mv14 | confirm_mv21 | confirm_mv28 | state_code | TMAX | TMIN | PRCP | TAVG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 2020-03-14 | IN | India | TN | NaN | -4.0 | 1.0 | 1.0 | -3.0 | 1.0 | 3.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | TN | 332.0 | NaN | 0.0 | 274.0 |
| 1 | 1 | 2020-03-15 | IN | India | TN | NaN | -8.0 | 3.0 | -3.0 | -7.0 | 1.0 | 3.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | TN | 332.0 | 245.0 | 0.0 | 288.0 |
| 2 | 2 | 2020-03-16 | IN | India | TN | NaN | -7.0 | 5.0 | -3.0 | -5.0 | 5.0 | 3.0 | 0.0 | 0.333333 | NaN | NaN | NaN | NaN | TN | NaN | 250.0 | 0.0 | 293.0 |
| 3 | 3 | 2020-03-17 | IN | India | TN | NaN | -8.0 | 7.0 | -1.0 | -5.0 | -5.0 | 4.0 | 0.0 | 0.000000 | NaN | NaN | NaN | NaN | TN | 343.0 | 244.0 | 0.0 | 293.0 |
| 4 | 4 | 2020-03-18 | IN | India | TN | NaN | -13.0 | 10.0 | -7.0 | -7.0 | -6.0 | 5.0 | 1.0 | 0.333333 | NaN | NaN | NaN | NaN | TN | 345.0 | 250.0 | 0.0 | 292.0 |
| 5 | 5 | 2020-03-19 | IN | India | TN | NaN | -17.0 | 7.0 | -10.0 | -12.0 | -7.0 | 7.0 | 1.0 | 0.666667 | NaN | NaN | NaN | NaN | TN | NaN | 246.0 | 0.0 | 297.0 |
| 6 | 6 | 2020-03-20 | IN | India | TN | NaN | -18.0 | 11.0 | -12.0 | -14.0 | -10.0 | 7.0 | 0.0 | 0.666667 | 0.428571 | NaN | NaN | NaN | TN | 352.0 | 245.0 | 0.0 | 292.0 |
| 7 | 7 | 2020-03-21 | IN | India | TN | NaN | -25.0 | 17.0 | -20.0 | -15.0 | -9.0 | 7.0 | 3.0 | 1.333333 | 0.714286 | NaN | NaN | NaN | TN | 345.0 | 251.0 | 0.0 | 294.0 |
| 8 | 8 | 2020-03-22 | IN | India | TN | NaN | -78.0 | -79.0 | -52.0 | -67.0 | -46.0 | 22.0 | 3.0 | 2.000000 | 1.142857 | NaN | NaN | NaN | TN | 344.0 | 263.0 | 0.0 | 293.0 |
| 9 | 9 | 2020-03-23 | IN | India | TN | NaN | -26.0 | 21.0 | -15.0 | -24.0 | -29.0 | 13.0 | 3.0 | 3.000000 | 1.571429 | NaN | NaN | NaN | TN | 345.0 | 248.0 | 0.0 | 288.0 |
Last rows
| df_index | Date | country_region_code | country_region | state_codes | sub_region_2 | retail_and_recreation | grocery_and_pharmacy | parks | transit_stations | workplaces | residential | confirm_cases | confirm_mv3 | confirm_mv7 | confirm_mv14 | confirm_mv21 | confirm_mv28 | state_code | TMAX | TMIN | PRCP | TAVG | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 352 | 352 | 2020-05-04 | IN | India | KA | NaN | -75.0 | -25.0 | -69.0 | -47.0 | -57.0 | 26.0 | 37.0 | 20.666667 | 19.857143 | 17.357143 | 19.238095 | 17.428571 | KA | 338.0 | 230.0 | 0.0 | 287.0 |
| 353 | 353 | 2020-05-05 | IN | India | KA | NaN | -75.0 | -25.0 | -70.0 | -46.0 | -57.0 | 25.0 | 22.0 | 24.000000 | 21.428571 | 18.214286 | 19.666667 | 17.785714 | KA | 348.0 | 234.0 | 0.0 | 291.0 |
| 354 | 354 | 2020-05-06 | IN | India | KA | NaN | -74.0 | -22.0 | -70.0 | -44.0 | -55.0 | 25.0 | 20.0 | 26.333333 | 22.571429 | 19.000000 | 19.714286 | 18.285714 | KA | 343.0 | NaN | 0.0 | 272.0 |
| 355 | 355 | 2020-05-07 | IN | India | KA | NaN | -74.0 | -21.0 | -69.0 | -45.0 | -55.0 | 26.0 | 12.0 | 18.000000 | 20.000000 | 18.571429 | 18.571429 | 18.142857 | KA | 336.0 | 231.0 | 0.0 | 269.0 |
| 356 | 356 | 2020-05-08 | IN | India | KA | NaN | -74.0 | -18.0 | -69.0 | -45.0 | -53.0 | 25.0 | 48.0 | 26.666667 | 23.428571 | 19.928571 | 18.761905 | 19.500000 | KA | 325.0 | 234.0 | 0.0 | 277.0 |
| 357 | 357 | 2020-05-09 | IN | India | KA | NaN | -75.0 | -22.0 | -72.0 | -45.0 | -43.0 | 21.0 | 41.0 | 33.666667 | 27.571429 | 21.000000 | 19.523810 | 20.678571 | KA | NaN | 238.0 | 0.0 | 291.0 |
| 358 | 358 | 2020-05-10 | IN | India | KA | NaN | -76.0 | -27.0 | -73.0 | -43.0 | -24.0 | 16.0 | 54.0 | 47.666667 | 33.428571 | 24.642857 | 21.809524 | 22.000000 | KA | 352.0 | 240.0 | 0.0 | 290.0 |
| 359 | 359 | 2020-05-11 | IN | India | KA | NaN | -72.0 | -17.0 | -69.0 | -44.0 | -51.0 | 25.0 | 14.0 | 36.333333 | 30.142857 | 25.000000 | 21.619048 | 21.964286 | KA | 353.0 | 236.0 | 0.0 | 283.0 |
| 360 | 360 | 2020-05-12 | IN | India | KA | NaN | -72.0 | -17.0 | -69.0 | -43.0 | -52.0 | 24.0 | 63.0 | 43.666667 | 36.000000 | 28.714286 | 24.142857 | 23.750000 | KA | 340.0 | 234.0 | 0.0 | 276.0 |
| 361 | 361 | 2020-05-13 | IN | India | KA | NaN | -72.0 | -17.0 | -69.0 | -42.0 | -51.0 | 23.0 | 34.0 | 37.000000 | 38.000000 | 30.285714 | 25.333333 | 24.285714 | KA | 338.0 | 224.0 | 0.0 | 279.0 |